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On the Convergence of Multicalibration Gradient Boosting

Multicalibration gradient boosting converges at O(1/sqrt(T)) with linear rates under smoothness, plus adaptive guarantees backed by experiments.

Daniel Haimovich, Fridolin Linder, Lorenzo Perini, Niek Tax and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 7 of 20 reviewers recommend it
lenient 3/5
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strict 2/5